Analyses
Setup
Loading and preparing data
### Import using haven
dat <-
haven::read_sav(file.path(dataPath,
'database.orig.new labels.sav'));
### ... But convert to a data frame instead of a tibble, because,
### for example, length(unique(dat[, 'group'])) results in 1 instead
### of 2...
dat <- as.data.frame(dat);
### Set group as factor
dat$group <-
factor(dat$group,
levels=1:2,
labels=c("Alternative medicine",
"Medicine"));
### Extract and store attitude variable names
attitudeVars <-
grep('ATT1_',
names(dat),
value=TRUE);
Descriptives
ufs::cat0("\n\n### Group\n\n");
##
##
## ### Group
pander(userfriendlyscience::freq(dat$group));
| Alternative medicine |
95 |
60.5 |
60.5 |
60.5 |
| Medicine |
62 |
39.5 |
39.5 |
100 |
| Total valid |
157 |
100 |
100 |
|
ufs::cat0("\n\n### Attitude\n\n");
##
##
## ### Attitude
ufs::meansComparisonDiamondPlot(dat,
rev(attitudeVars),
compareBy = 'group',
comparisonColors = viridis::viridis(2,
end=.7),
dataAlpha=.25);

Correlations
### Takes way too long, huge, etc
# GGally::ggpairs(dat[, attitudeVars]);
cors <- cor(dat[, attitudeVars]);
knitr::kable(cors);
| ATT1_1_ExerciseAndDiet |
1.0000000 |
-0.0084660 |
0.0694391 |
0.4241653 |
-0.0390908 |
0.2721785 |
0.2308518 |
-0.1008970 |
0.2122045 |
0.0802020 |
0.1900020 |
0.1094308 |
0.0378036 |
0.0606614 |
0.1210111 |
0.1424736 |
0.0041596 |
0.1006868 |
0.0610199 |
-0.1241150 |
0.2348349 |
0.1069783 |
0.1634249 |
-0.0126976 |
0.1789575 |
0.1998342 |
0.1458199 |
0.2248283 |
0.1749954 |
-0.0428752 |
0.1505811 |
-0.0210964 |
0.2003836 |
0.0779428 |
-0.1243785 |
0.0837409 |
NA |
0.1919687 |
0.1589925 |
0.1422147 |
| ATT1_2_MustSuffer |
-0.0084660 |
1.0000000 |
0.0472415 |
0.1249747 |
0.3236953 |
0.0515263 |
-0.0601043 |
0.0152743 |
0.0758701 |
0.0742649 |
0.0131374 |
0.1079111 |
0.0475628 |
-0.0529073 |
-0.0076185 |
0.0496571 |
0.1177780 |
-0.0573410 |
0.0340114 |
-0.0305639 |
-0.0456223 |
-0.0454697 |
0.0259422 |
0.0757318 |
0.1525610 |
0.0357778 |
-0.0683383 |
-0.0551319 |
0.1550535 |
0.0471142 |
-0.0835710 |
-0.0259820 |
-0.0539665 |
-0.0978092 |
0.0132725 |
0.0840836 |
NA |
-0.0217634 |
-0.0184319 |
-0.0649280 |
| ATT1_3_TrustInTradRemedy |
0.0694391 |
0.0472415 |
1.0000000 |
0.2208378 |
-0.0472741 |
0.1942895 |
0.0557679 |
-0.3524498 |
0.3461252 |
0.2600101 |
0.3346849 |
-0.0156727 |
0.1374030 |
0.3026554 |
0.4912190 |
0.2404364 |
-0.2186351 |
0.3877369 |
-0.0011191 |
-0.2765600 |
0.2143973 |
0.4056573 |
0.3204956 |
-0.2099835 |
0.3892814 |
0.2899719 |
0.3568731 |
0.2744600 |
0.4194499 |
0.2642549 |
0.3068033 |
-0.5058174 |
0.1975063 |
0.2446344 |
-0.5598548 |
0.2301550 |
NA |
0.3271295 |
0.4967249 |
0.3839049 |
| ATT1_4_BodyMirrorToSoul |
0.4241653 |
0.1249747 |
0.2208378 |
1.0000000 |
0.2647669 |
0.4772507 |
0.2518628 |
-0.1789392 |
0.4423574 |
0.4905143 |
0.5368642 |
0.1447923 |
0.2441405 |
0.2724712 |
0.2788918 |
0.4260463 |
-0.0692908 |
0.2429964 |
-0.0115394 |
-0.1262636 |
0.4391603 |
0.2726757 |
0.4281565 |
-0.0198007 |
0.2486976 |
0.4089117 |
0.3405143 |
0.4316099 |
0.3226797 |
0.1862449 |
0.3902765 |
-0.0959253 |
0.4642235 |
0.2965728 |
-0.2002010 |
0.4053514 |
NA |
0.3493026 |
0.2116595 |
0.2184550 |
| ATT1_5_DependsOnEnvironment |
-0.0390908 |
0.3236953 |
-0.0472741 |
0.2647669 |
1.0000000 |
0.1194994 |
-0.1943544 |
0.0801749 |
0.2047462 |
0.1821709 |
0.0094744 |
0.1871332 |
-0.0413642 |
-0.0730398 |
-0.0174566 |
0.0378808 |
0.2444350 |
-0.1108890 |
0.2264448 |
0.2005460 |
0.1415720 |
-0.1077346 |
0.0538033 |
0.2109168 |
-0.0808169 |
0.1334717 |
0.0404309 |
0.0862687 |
0.0079215 |
0.1033835 |
0.0058303 |
0.0306741 |
0.1056515 |
0.0109386 |
-0.0062860 |
0.0421063 |
NA |
0.0713054 |
-0.0358405 |
-0.0290493 |
| ATT1_6_IllnessIsImbalance |
0.2721785 |
0.0515263 |
0.1942895 |
0.4772507 |
0.1194994 |
1.0000000 |
0.2348925 |
-0.1443919 |
0.4898834 |
0.3675804 |
0.5240328 |
0.2745535 |
0.2705824 |
0.2499278 |
0.3291069 |
0.3921094 |
-0.2019705 |
0.3390387 |
-0.0197302 |
-0.1103261 |
0.5596064 |
0.3554731 |
0.4287178 |
0.0772809 |
0.3400032 |
0.4101004 |
0.3977586 |
0.4763812 |
0.3198182 |
0.2649290 |
0.5183032 |
-0.2385971 |
0.4841351 |
0.3074713 |
-0.2768620 |
0.5827068 |
NA |
0.4782078 |
0.2806879 |
0.2747648 |
| ATT1_7_HealthyDiet |
0.2308518 |
-0.0601043 |
0.0557679 |
0.2518628 |
-0.1943544 |
0.2348925 |
1.0000000 |
-0.0585217 |
0.1661815 |
0.0968281 |
0.2825621 |
0.1011412 |
0.2574176 |
0.1848855 |
0.0587295 |
0.0918691 |
-0.1754768 |
0.1162447 |
-0.1722939 |
-0.0249809 |
0.1367065 |
0.2227906 |
0.1767877 |
-0.1747135 |
0.1346951 |
0.1790690 |
0.2015585 |
0.1717385 |
0.1194131 |
0.0411254 |
0.2562022 |
-0.0440241 |
0.1585686 |
0.0749414 |
-0.1081834 |
0.2555714 |
NA |
0.2488056 |
0.1881599 |
0.1908927 |
| ATT1_8_NeedTestResult |
-0.1008970 |
0.0152743 |
-0.3524498 |
-0.1789392 |
0.0801749 |
-0.1443919 |
-0.0585217 |
1.0000000 |
-0.0529930 |
-0.1513390 |
-0.1411773 |
0.0281832 |
-0.0235361 |
-0.1647861 |
-0.2546014 |
-0.1654507 |
0.0893473 |
-0.2664849 |
0.2035740 |
0.1330038 |
-0.0969578 |
-0.2347855 |
-0.2252959 |
0.1661425 |
-0.2659938 |
-0.1315401 |
-0.2331655 |
-0.2070489 |
-0.2770367 |
-0.0864011 |
-0.2218653 |
0.2988965 |
-0.1691348 |
-0.1450301 |
0.4162310 |
-0.0494982 |
NA |
-0.1632936 |
-0.2687649 |
-0.1536467 |
| ATT1_9_MindHasStrongEffect |
0.2122045 |
0.0758701 |
0.3461252 |
0.4423574 |
0.2047462 |
0.4898834 |
0.1661815 |
-0.0529930 |
1.0000000 |
0.5004338 |
0.5173430 |
0.1786446 |
0.2799839 |
0.3977961 |
0.3906288 |
0.4419906 |
-0.2278365 |
0.3194055 |
-0.0843873 |
-0.0756609 |
0.5347254 |
0.3869303 |
0.5227833 |
0.0441033 |
0.2960923 |
0.4878975 |
0.4622635 |
0.5344087 |
0.3057061 |
0.2444440 |
0.4360955 |
-0.2476222 |
0.4383953 |
0.3379720 |
-0.3228373 |
0.4840461 |
NA |
0.4827467 |
0.2943169 |
0.3617487 |
| ATT1_10_AttractPplAndEvents |
0.0802020 |
0.0742649 |
0.2600101 |
0.4905143 |
0.1821709 |
0.3675804 |
0.0968281 |
-0.1513390 |
0.5004338 |
1.0000000 |
0.5262282 |
0.0962402 |
0.3369634 |
0.4550562 |
0.3743866 |
0.5934439 |
-0.2637717 |
0.3255896 |
-0.0896244 |
-0.1393835 |
0.4456456 |
0.2620765 |
0.5850231 |
-0.1342865 |
0.2600271 |
0.4055226 |
0.5171608 |
0.4618504 |
0.2998215 |
0.1504512 |
0.5195376 |
-0.2217351 |
0.3962191 |
0.4793541 |
-0.2590988 |
0.4318464 |
NA |
0.4181713 |
0.1865565 |
0.2650414 |
| ATT1_11_BodyRemembers |
0.1900020 |
0.0131374 |
0.3346849 |
0.5368642 |
0.0094744 |
0.5240328 |
0.2825621 |
-0.1411773 |
0.5173430 |
0.5262282 |
1.0000000 |
0.1299548 |
0.4145405 |
0.4764272 |
0.4007500 |
0.4928231 |
-0.3013047 |
0.3582009 |
-0.1358839 |
-0.1312263 |
0.4922927 |
0.3758361 |
0.5307446 |
-0.0605565 |
0.3120686 |
0.4842199 |
0.5770968 |
0.5622965 |
0.3249142 |
0.3250250 |
0.5945328 |
-0.1741643 |
0.5263267 |
0.4847034 |
-0.2989388 |
0.5656750 |
NA |
0.5613971 |
0.3461062 |
0.3024056 |
| ATT1_12_WeakImmuneSystem |
0.1094308 |
0.1079111 |
-0.0156727 |
0.1447923 |
0.1871332 |
0.2745535 |
0.1011412 |
0.0281832 |
0.1786446 |
0.0962402 |
0.1299548 |
1.0000000 |
0.2781851 |
0.0435533 |
0.0862751 |
0.0330786 |
-0.0031598 |
-0.0008062 |
0.2952143 |
-0.0523564 |
0.3243294 |
0.1330992 |
0.0450233 |
0.3376405 |
0.1732069 |
0.1715048 |
0.0826298 |
0.2534853 |
0.2080209 |
0.0940153 |
0.1923871 |
0.1039427 |
0.2318473 |
-0.0061005 |
-0.1042828 |
0.1741983 |
NA |
0.2334250 |
0.0933247 |
0.0997425 |
| ATT1_13_ElectronicRadiation |
0.0378036 |
0.0475628 |
0.1374030 |
0.2441405 |
-0.0413642 |
0.2705824 |
0.2574176 |
-0.0235361 |
0.2799839 |
0.3369634 |
0.4145405 |
0.2781851 |
1.0000000 |
0.3355783 |
0.3010909 |
0.3746640 |
-0.0563837 |
0.1705748 |
-0.1042949 |
0.0316521 |
0.3744046 |
0.3429224 |
0.3771526 |
0.0484701 |
0.2275863 |
0.3366063 |
0.4167310 |
0.4581106 |
0.2680441 |
0.1845089 |
0.4539678 |
-0.1112264 |
0.2451437 |
0.3337472 |
-0.2002061 |
0.4521481 |
NA |
0.4445919 |
0.2181790 |
0.2241344 |
| ATT1_14_Reincarnation |
0.0606614 |
-0.0529073 |
0.3026554 |
0.2724712 |
-0.0730398 |
0.2499278 |
0.1848855 |
-0.1647861 |
0.3977961 |
0.4550562 |
0.4764272 |
0.0435533 |
0.3355783 |
1.0000000 |
0.4672558 |
0.4757394 |
-0.3850960 |
0.3610639 |
-0.2373956 |
-0.0091673 |
0.3602878 |
0.4100591 |
0.5658837 |
-0.1837167 |
0.3256329 |
0.4546942 |
0.6246786 |
0.5225929 |
0.3327664 |
0.1555605 |
0.5432689 |
-0.2952711 |
0.3416214 |
0.4088613 |
-0.3698992 |
0.3846264 |
NA |
0.5122923 |
0.4208462 |
0.4256597 |
| ATT1_15_TrustAncientRemedies |
0.1210111 |
-0.0076185 |
0.4912190 |
0.2788918 |
-0.0174566 |
0.3291069 |
0.0587295 |
-0.2546014 |
0.3906288 |
0.3743866 |
0.4007500 |
0.0862751 |
0.3010909 |
0.4672558 |
1.0000000 |
0.3864866 |
-0.1259170 |
0.5817235 |
0.0300925 |
-0.0849682 |
0.3178477 |
0.5304130 |
0.4701755 |
-0.0239217 |
0.4958746 |
0.4792079 |
0.5479178 |
0.5514235 |
0.5322520 |
0.1907948 |
0.4570224 |
-0.5412140 |
0.3670942 |
0.4289573 |
-0.5225363 |
0.3431742 |
NA |
0.5069647 |
0.5673170 |
0.4670373 |
| ATT1_16_EverythingConnected |
0.1424736 |
0.0496571 |
0.2404364 |
0.4260463 |
0.0378808 |
0.3921094 |
0.0918691 |
-0.1654507 |
0.4419906 |
0.5934439 |
0.4928231 |
0.0330786 |
0.3746640 |
0.4757394 |
0.3864866 |
1.0000000 |
-0.2249966 |
0.3264711 |
-0.2002223 |
-0.1021029 |
0.4046189 |
0.3408761 |
0.6430707 |
-0.1458244 |
0.2694013 |
0.3248273 |
0.5246891 |
0.4616715 |
0.2842384 |
0.2357519 |
0.5269599 |
-0.1989407 |
0.3932002 |
0.4301146 |
-0.2616689 |
0.4832515 |
NA |
0.4950248 |
0.2367404 |
0.2626768 |
| ATT1_17_SickByChance |
0.0041596 |
0.1177780 |
-0.2186351 |
-0.0692908 |
0.2444350 |
-0.2019705 |
-0.1754768 |
0.0893473 |
-0.2278365 |
-0.2637717 |
-0.3013047 |
-0.0031598 |
-0.0563837 |
-0.3850960 |
-0.1259170 |
-0.2249966 |
1.0000000 |
-0.0400188 |
0.2250995 |
0.2735728 |
-0.1773131 |
-0.0973780 |
-0.2564571 |
0.2926524 |
-0.0429481 |
-0.0384216 |
-0.1689682 |
-0.0811266 |
-0.0317844 |
-0.2753562 |
-0.3160543 |
0.2282634 |
-0.1011684 |
-0.0667772 |
0.1792312 |
-0.2803864 |
NA |
-0.1898318 |
-0.1021224 |
-0.0557070 |
| ATT1_18_TreatsOnlySymptoms |
0.1006868 |
-0.0573410 |
0.3877369 |
0.2429964 |
-0.1108890 |
0.3390387 |
0.1162447 |
-0.2664849 |
0.3194055 |
0.3255896 |
0.3582009 |
-0.0008062 |
0.1705748 |
0.3610639 |
0.5817235 |
0.3264711 |
-0.0400188 |
1.0000000 |
-0.0550622 |
-0.0446332 |
0.3663826 |
0.4975812 |
0.4298151 |
-0.0922129 |
0.5493440 |
0.4470684 |
0.5946441 |
0.4449213 |
0.4592413 |
0.1546217 |
0.4194967 |
-0.5479391 |
0.3890012 |
0.3852968 |
-0.4324276 |
0.2656516 |
NA |
0.4179605 |
0.4475328 |
0.3837447 |
| ATT1_19_DoctorMustHealMe |
0.0610199 |
0.0340114 |
-0.0011191 |
-0.0115394 |
0.2264448 |
-0.0197302 |
-0.1722939 |
0.2035740 |
-0.0843873 |
-0.0896244 |
-0.1358839 |
0.2952143 |
-0.1042949 |
-0.2373956 |
0.0300925 |
-0.2002223 |
0.2250995 |
-0.0550622 |
1.0000000 |
0.1169646 |
0.0323337 |
-0.0753326 |
-0.2154318 |
0.2949418 |
0.0625665 |
0.0284918 |
-0.1753195 |
-0.0777057 |
0.1258693 |
-0.1024836 |
-0.1338725 |
0.0901559 |
-0.0258761 |
-0.0917305 |
0.0250131 |
-0.1045391 |
NA |
-0.0937019 |
0.0409415 |
-0.1826811 |
| ATT1_20_HealingIsLuck |
-0.1241150 |
-0.0305639 |
-0.2765600 |
-0.1262636 |
0.2005460 |
-0.1103261 |
-0.0249809 |
0.1330038 |
-0.0756609 |
-0.1393835 |
-0.1312263 |
-0.0523564 |
0.0316521 |
-0.0091673 |
-0.0849682 |
-0.1021029 |
0.2735728 |
-0.0446332 |
0.1169646 |
1.0000000 |
-0.0602208 |
-0.0864319 |
0.0122111 |
0.1875207 |
-0.1027717 |
0.1053742 |
0.0587532 |
0.0067056 |
-0.1004241 |
-0.0963226 |
-0.0515285 |
0.1127999 |
0.0008813 |
-0.0571246 |
0.1811775 |
-0.0231296 |
NA |
0.0110941 |
-0.0627139 |
-0.0366146 |
| ATT1_21_IllnessBecauseOfEmotions |
0.2348349 |
-0.0456223 |
0.2143973 |
0.4391603 |
0.1415720 |
0.5596064 |
0.1367065 |
-0.0969578 |
0.5347254 |
0.4456456 |
0.4922927 |
0.3243294 |
0.3744046 |
0.3602878 |
0.3178477 |
0.4046189 |
-0.1773131 |
0.3663826 |
0.0323337 |
-0.0602208 |
1.0000000 |
0.3255720 |
0.4929603 |
0.1555084 |
0.3200984 |
0.6188614 |
0.4781003 |
0.6270832 |
0.3112862 |
0.2089359 |
0.6616753 |
-0.1801153 |
0.6465546 |
0.4147707 |
-0.1715484 |
0.5825875 |
NA |
0.4992835 |
0.2428293 |
0.2912841 |
| ATT1_22_AvoidPharma |
0.1069783 |
-0.0454697 |
0.4056573 |
0.2726757 |
-0.1077346 |
0.3554731 |
0.2227906 |
-0.2347855 |
0.3869303 |
0.2620765 |
0.3758361 |
0.1330992 |
0.3429224 |
0.4100591 |
0.5304130 |
0.3408761 |
-0.0973780 |
0.4975812 |
-0.0753326 |
-0.0864319 |
0.3255720 |
1.0000000 |
0.4515543 |
-0.0690298 |
0.4219054 |
0.4006552 |
0.4643160 |
0.4373290 |
0.4602506 |
0.2572197 |
0.4671149 |
-0.4614270 |
0.3254066 |
0.2942184 |
-0.5113605 |
0.4076633 |
NA |
0.4179818 |
0.6069021 |
0.4766611 |
| ATT1_23_NothingByChance |
0.1634249 |
0.0259422 |
0.3204956 |
0.4281565 |
0.0538033 |
0.4287178 |
0.1767877 |
-0.2252959 |
0.5227833 |
0.5850231 |
0.5307446 |
0.0450233 |
0.3771526 |
0.5658837 |
0.4701755 |
0.6430707 |
-0.2564571 |
0.4298151 |
-0.2154318 |
0.0122111 |
0.4929603 |
0.4515543 |
1.0000000 |
0.0127950 |
0.3449041 |
0.5046738 |
0.5569054 |
0.5712726 |
0.3882049 |
0.1617609 |
0.6353934 |
-0.2731728 |
0.4510067 |
0.3621574 |
-0.2983861 |
0.4828195 |
NA |
0.6686817 |
0.2850850 |
0.3852884 |
| ATT1_24_IllnessBecauseOfGenes |
-0.0126976 |
0.0757318 |
-0.2099835 |
-0.0198007 |
0.2109168 |
0.0772809 |
-0.1747135 |
0.1661425 |
0.0441033 |
-0.1342865 |
-0.0605565 |
0.3376405 |
0.0484701 |
-0.1837167 |
-0.0239217 |
-0.1458244 |
0.2926524 |
-0.0922129 |
0.2949418 |
0.1875207 |
0.1555084 |
-0.0690298 |
0.0127950 |
1.0000000 |
-0.0290941 |
0.2122726 |
-0.1252374 |
0.0444817 |
-0.0099601 |
0.0268496 |
-0.0383994 |
0.1364719 |
0.0487855 |
-0.1558756 |
0.1833977 |
0.0294494 |
NA |
-0.0117243 |
-0.1456644 |
-0.1146142 |
| ATT1_25_ChemotherapyHarmful |
0.1789575 |
0.1525610 |
0.3892814 |
0.2486976 |
-0.0808169 |
0.3400032 |
0.1346951 |
-0.2659938 |
0.2960923 |
0.2600271 |
0.3120686 |
0.1732069 |
0.2275863 |
0.3256329 |
0.4958746 |
0.2694013 |
-0.0429481 |
0.5493440 |
0.0625665 |
-0.1027717 |
0.3200984 |
0.4219054 |
0.3449041 |
-0.0290941 |
1.0000000 |
0.4498064 |
0.4175912 |
0.4188124 |
0.8476789 |
0.1760316 |
0.3749923 |
-0.4038339 |
0.3287150 |
0.1680921 |
-0.3964854 |
0.3344242 |
NA |
0.3883614 |
0.4722753 |
0.3239024 |
| ATT1_26_HealingResultOfEmoDevelopment |
0.1998342 |
0.0357778 |
0.2899719 |
0.4089117 |
0.1334717 |
0.4101004 |
0.1790690 |
-0.1315401 |
0.4878975 |
0.4055226 |
0.4842199 |
0.1715048 |
0.3366063 |
0.4546942 |
0.4792079 |
0.3248273 |
-0.0384216 |
0.4470684 |
0.0284918 |
0.1053742 |
0.6188614 |
0.4006552 |
0.5046738 |
0.2122726 |
0.4498064 |
1.0000000 |
0.5188512 |
0.6840190 |
0.4192223 |
0.2463869 |
0.6027420 |
-0.2635070 |
0.6077860 |
0.4265995 |
-0.2990208 |
0.4375068 |
NA |
0.6159296 |
0.3429282 |
0.3838897 |
| ATT1_27_EnergeticSystemInBody |
0.1458199 |
-0.0683383 |
0.3568731 |
0.3405143 |
0.0404309 |
0.3977586 |
0.2015585 |
-0.2331655 |
0.4622635 |
0.5171608 |
0.5770968 |
0.0826298 |
0.4167310 |
0.6246786 |
0.5479178 |
0.5246891 |
-0.1689682 |
0.5946441 |
-0.1753195 |
0.0587532 |
0.4781003 |
0.4643160 |
0.5569054 |
-0.1252374 |
0.4175912 |
0.5188512 |
1.0000000 |
0.6949989 |
0.3991420 |
0.2385915 |
0.6069254 |
-0.3281682 |
0.5146466 |
0.6538358 |
-0.4626432 |
0.4978322 |
NA |
0.6523815 |
0.4675451 |
0.4669471 |
| ATT1_28_ConfrontingEmotionalProb |
0.2248283 |
-0.0551319 |
0.2744600 |
0.4316099 |
0.0862687 |
0.4763812 |
0.1717385 |
-0.2070489 |
0.5344087 |
0.4618504 |
0.5622965 |
0.2534853 |
0.4581106 |
0.5225929 |
0.5514235 |
0.4616715 |
-0.0811266 |
0.4449213 |
-0.0777057 |
0.0067056 |
0.6270832 |
0.4373290 |
0.5712726 |
0.0444817 |
0.4188124 |
0.6840190 |
0.6949989 |
1.0000000 |
0.4076981 |
0.2245156 |
0.6546624 |
-0.2201359 |
0.6984922 |
0.5411518 |
-0.3821309 |
0.5289994 |
NA |
0.6917439 |
0.3865647 |
0.4154461 |
| ATT1_29_RadiationTherapyHarmful |
0.1749954 |
0.1550535 |
0.4194499 |
0.3226797 |
0.0079215 |
0.3198182 |
0.1194131 |
-0.2770367 |
0.3057061 |
0.2998215 |
0.3249142 |
0.2080209 |
0.2680441 |
0.3327664 |
0.5322520 |
0.2842384 |
-0.0317844 |
0.4592413 |
0.1258693 |
-0.1004241 |
0.3112862 |
0.4602506 |
0.3882049 |
-0.0099601 |
0.8476789 |
0.4192223 |
0.3991420 |
0.4076981 |
1.0000000 |
0.1701937 |
0.3863127 |
-0.3779237 |
0.2973904 |
0.1454122 |
-0.4405388 |
0.3435014 |
NA |
0.4171086 |
0.5172828 |
0.3590474 |
| ATT1_30_MandatoryVaccines |
-0.0428752 |
0.0471142 |
0.2642549 |
0.1862449 |
0.1033835 |
0.2649290 |
0.0411254 |
-0.0864011 |
0.2444440 |
0.1504512 |
0.3250250 |
0.0940153 |
0.1845089 |
0.1555605 |
0.1907948 |
0.2357519 |
-0.2753562 |
0.1546217 |
-0.1024836 |
-0.0963226 |
0.2089359 |
0.2572197 |
0.1617609 |
0.0268496 |
0.1760316 |
0.2463869 |
0.2385915 |
0.2245156 |
0.1701937 |
1.0000000 |
0.2065587 |
-0.3191879 |
0.1605438 |
0.0932490 |
-0.2978830 |
0.2756514 |
NA |
0.2132235 |
0.2151823 |
0.1382130 |
| ATT1_31_IllnessSymbology |
0.1505811 |
-0.0835710 |
0.3068033 |
0.3902765 |
0.0058303 |
0.5183032 |
0.2562022 |
-0.2218653 |
0.4360955 |
0.5195376 |
0.5945328 |
0.1923871 |
0.4539678 |
0.5432689 |
0.4570224 |
0.5269599 |
-0.3160543 |
0.4194967 |
-0.1338725 |
-0.0515285 |
0.6616753 |
0.4671149 |
0.6353934 |
-0.0383994 |
0.3749923 |
0.6027420 |
0.6069254 |
0.6546624 |
0.3863127 |
0.2065587 |
1.0000000 |
-0.2968470 |
0.5568520 |
0.4729738 |
-0.3916050 |
0.5442629 |
NA |
0.6936774 |
0.4010237 |
0.4319284 |
| ATT1_32_TrustWesternDocs |
-0.0210964 |
-0.0259820 |
-0.5058174 |
-0.0959253 |
0.0306741 |
-0.2385971 |
-0.0440241 |
0.2988965 |
-0.2476222 |
-0.2217351 |
-0.1741643 |
0.1039427 |
-0.1112264 |
-0.2952711 |
-0.5412140 |
-0.1989407 |
0.2282634 |
-0.5479391 |
0.0901559 |
0.1127999 |
-0.1801153 |
-0.4614270 |
-0.2731728 |
0.1364719 |
-0.4038339 |
-0.2635070 |
-0.3281682 |
-0.2201359 |
-0.3779237 |
-0.3191879 |
-0.2968470 |
1.0000000 |
-0.0807501 |
-0.1813602 |
0.5896709 |
-0.1900855 |
NA |
-0.2168334 |
-0.4936280 |
-0.2145457 |
| ATT1_33_SymptomsWillDisappear |
0.2003836 |
-0.0539665 |
0.1975063 |
0.4642235 |
0.1056515 |
0.4841351 |
0.1585686 |
-0.1691348 |
0.4383953 |
0.3962191 |
0.5263267 |
0.2318473 |
0.2451437 |
0.3416214 |
0.3670942 |
0.3932002 |
-0.1011684 |
0.3890012 |
-0.0258761 |
0.0008813 |
0.6465546 |
0.3254066 |
0.4510067 |
0.0487855 |
0.3287150 |
0.6077860 |
0.5146466 |
0.6984922 |
0.2973904 |
0.1605438 |
0.5568520 |
-0.0807501 |
1.0000000 |
0.4464822 |
-0.1992649 |
0.5330926 |
NA |
0.5962268 |
0.2921160 |
0.3124312 |
| ATT1_34_EnergyInEastern |
0.0779428 |
-0.0978092 |
0.2446344 |
0.2965728 |
0.0109386 |
0.3074713 |
0.0749414 |
-0.1450301 |
0.3379720 |
0.4793541 |
0.4847034 |
-0.0061005 |
0.3337472 |
0.4088613 |
0.4289573 |
0.4301146 |
-0.0667772 |
0.3852968 |
-0.0917305 |
-0.0571246 |
0.4147707 |
0.2942184 |
0.3621574 |
-0.1558756 |
0.1680921 |
0.4265995 |
0.6538358 |
0.5411518 |
0.1454122 |
0.0932490 |
0.4729738 |
-0.1813602 |
0.4464822 |
1.0000000 |
-0.2429933 |
0.3907945 |
NA |
0.4359419 |
0.2859871 |
0.2992267 |
| ATT1_35_SeriousSymptom |
-0.1243785 |
0.0132725 |
-0.5598548 |
-0.2002010 |
-0.0062860 |
-0.2768620 |
-0.1081834 |
0.4162310 |
-0.3228373 |
-0.2590988 |
-0.2989388 |
-0.1042828 |
-0.2002061 |
-0.3698992 |
-0.5225363 |
-0.2616689 |
0.1792312 |
-0.4324276 |
0.0250131 |
0.1811775 |
-0.1715484 |
-0.5113605 |
-0.2983861 |
0.1833977 |
-0.3964854 |
-0.2990208 |
-0.4626432 |
-0.3821309 |
-0.4405388 |
-0.2978830 |
-0.3916050 |
0.5896709 |
-0.1992649 |
-0.2429933 |
1.0000000 |
-0.1831889 |
NA |
-0.3943774 |
-0.6107984 |
-0.4835906 |
| ATT1_36_UnprocessedTrauma |
0.0837409 |
0.0840836 |
0.2301550 |
0.4053514 |
0.0421063 |
0.5827068 |
0.2555714 |
-0.0494982 |
0.4840461 |
0.4318464 |
0.5656750 |
0.1741983 |
0.4521481 |
0.3846264 |
0.3431742 |
0.4832515 |
-0.2803864 |
0.2656516 |
-0.1045391 |
-0.0231296 |
0.5825875 |
0.4076633 |
0.4828195 |
0.0294494 |
0.3344242 |
0.4375068 |
0.4978322 |
0.5289994 |
0.3435014 |
0.2756514 |
0.5442629 |
-0.1900855 |
0.5330926 |
0.3907945 |
-0.1831889 |
1.0000000 |
NA |
0.5487972 |
0.3374474 |
0.3974168 |
| ATT1_37_NoBiopsy |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
1 |
NA |
NA |
NA |
| ATT1_38_IllnessTeachesUs |
0.1919687 |
-0.0217634 |
0.3271295 |
0.3493026 |
0.0713054 |
0.4782078 |
0.2488056 |
-0.1632936 |
0.4827467 |
0.4181713 |
0.5613971 |
0.2334250 |
0.4445919 |
0.5122923 |
0.5069647 |
0.4950248 |
-0.1898318 |
0.4179605 |
-0.0937019 |
0.0110941 |
0.4992835 |
0.4179818 |
0.6686817 |
-0.0117243 |
0.3883614 |
0.6159296 |
0.6523815 |
0.6917439 |
0.4171086 |
0.2132235 |
0.6936774 |
-0.2168334 |
0.5962268 |
0.4359419 |
-0.3943774 |
0.5487972 |
NA |
1.0000000 |
0.3807654 |
0.5573658 |
| ATT1_39_OnlyNatural |
0.1589925 |
-0.0184319 |
0.4967249 |
0.2116595 |
-0.0358405 |
0.2806879 |
0.1881599 |
-0.2687649 |
0.2943169 |
0.1865565 |
0.3461062 |
0.0933247 |
0.2181790 |
0.4208462 |
0.5673170 |
0.2367404 |
-0.1021224 |
0.4475328 |
0.0409415 |
-0.0627139 |
0.2428293 |
0.6069021 |
0.2850850 |
-0.1456644 |
0.4722753 |
0.3429282 |
0.4675451 |
0.3865647 |
0.5172828 |
0.2151823 |
0.4010237 |
-0.4936280 |
0.2921160 |
0.2859871 |
-0.6107984 |
0.3374474 |
NA |
0.3807654 |
1.0000000 |
0.5205521 |
| ATT1_40_StrongerComplaintsMeanHealing |
0.1422147 |
-0.0649280 |
0.3839049 |
0.2184550 |
-0.0290493 |
0.2747648 |
0.1908927 |
-0.1536467 |
0.3617487 |
0.2650414 |
0.3024056 |
0.0997425 |
0.2241344 |
0.4256597 |
0.4670373 |
0.2626768 |
-0.0557070 |
0.3837447 |
-0.1826811 |
-0.0366146 |
0.2912841 |
0.4766611 |
0.3852884 |
-0.1146142 |
0.3239024 |
0.3838897 |
0.4669471 |
0.4154461 |
0.3590474 |
0.1382130 |
0.4319284 |
-0.2145457 |
0.3124312 |
0.2992267 |
-0.4835906 |
0.3974168 |
NA |
0.5573658 |
0.5205521 |
1.0000000 |
### http://www.sthda.com/english/wiki/ggcorrplot-visualization-of-a-correlation-matrix-using-ggplot2
ggcorrplot::ggcorrplot(cors);

ggcorrplot::ggcorrplot(cors,
method = "circle");

ggcorrplot::ggcorrplot(cors,
lab = TRUE);
